Real-Time Implementation of Switched Multi-Objective Prioritizing MPC for a Brandy Distillation Process
| Autor: | Nicolas Langlois, Vincent Sircoulomb, Marwa Ben Ticha |
|---|---|
| Přispěvatelé: | ASPI-Groupe SIT [Saint-Lô], Institut de Recherche en Systèmes Electroniques Embarqués (IRSEEM), Université de Rouen Normandie (UNIROUEN), Normandie Université (NU)-Normandie Université (NU)-École Supérieure d’Ingénieurs en Génie Électrique (ESIGELEC), Pôle Automatique et Systèmes, Normandie Université (NU)-Normandie Université (NU)-École Supérieure d’Ingénieurs en Génie Électrique (ESIGELEC)-Université de Rouen Normandie (UNIROUEN) |
| Jazyk: | angličtina |
| Rok vydání: | 2020 |
| Předmět: |
0209 industrial biotechnology
Computer science Control (management) PID controller 02 engineering and technology Multi-objective optimization law.invention [SPI.AUTO]Engineering Sciences [physics]/Automatic 020901 industrial engineering & automation law 0502 economics and business Process control Distillation Model Predictive Control 050210 logistics & transportation computer controlled system 05 social sciences Process (computing) Sampling (statistics) Control engineering PLC (Programmable Logic Controller) prioritization model switching OPC (Object Linking and Embedding for Process Control) Model predictive control Predictive Control multi-objective optimization Commande prédictive |
| Zdroj: | 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Sep 2020, Vienna, France. pp.468-475, ⟨10.1109/ETFA46521.2020.9211977⟩ ETFA |
| Popis: | International audience; This paper addresses the implementation of a novel approach to the design of Model Predictive Control (MPC) on a brandy distillation process. This new approach is based on multi-objective optimization with prioritization and switching between multiple models obtained at different operating phases. At each sampling step, several conflicting objectives are to be optimized under an order of priority that may be changed from one phase of the process working cycle to another. The proposed Switched Multi-Objective Prioritizing MPC (S-MOP-MPC) is compared with a PID-based control structure in terms of various performance indices. The results show that S-MOP-MPC provides better control and better performance than the PID-based control structure. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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